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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Water Quality and Pollution Assessment
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,194 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,194 works in the cohort · of 4,299,418page 12 of 24

Labels cover 3 of 1,194 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,194 of 1,194 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Assessment of Groundwater Quality at Selected Location of three Wells and Al-Warrar Canal, Ramadi City, Iraq.
Reaam Abood, Mustafa Ayad, Jumaa Al Somaydaii
2021· article· en· ˜al-œMaǧallaẗ al-ʻirāqiyyaẗ li-l-handasaẗ al-madaniyyaẗ/˜Al-œMaǧallaẗ al-ʻirāqiyyaẗ li-l-handasat al-madaniyyaẗ· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
2
citations
venueno affno abstractunlabeled
Appendix to Chapter 24 Sources of Pollutants in Urban Areas
Robert E. Pitt, Roger T. Bannerman, Shirley E. Clark, Derek Williamson
2005· article· en· Journal of Water Management Modeling· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Canadian Water Quality Index of Port Harcourt Groundwater
Francis James Ogbozige, Michael Toko
2022· article· en· The Egyptian International Journal of Engineering Sciences and Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Assessment of physico and chemical properties and quality indices of trace metals of surface waters in the shallows of the city of Bafoussam (Central –Africa): Implications for health risks and suitability for irrigation
Edouard Nya, Daniel Florent Akono, Cédric Belinga Belinga, Daouda Nsangou, Emile Ekomane, Geneviève Bordeleau
2025· article· en· Environmental Science and Pollution Research· Environmental Science
distilled prediction:candidate · stsconsensus · none
2
citations
affaboutunlabeled
Editorial: Marine and freshwater quality management
Bing Chen, Yinchen Ma, Baiyu Zhang
2016· editorial· en· Water Quality Research Journal· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Water and Land Pollution
2002· book-chapter· en· Environmental Toxicology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
APLICAÇÃO DAS EQUAÇÕES DE STREETER-PHELPS EM RIOS QUE RECEBEM FONTES DE POLUENTES PONTUAIS E DUFUSAS, PARA AVALIAR O COMPORTAMENTO DAS CONCENTRAÇÕES DE OXIGÊNIO DISSOLVIDO
Raquel s Jucá de Moraes Sale, Juliana Alencar Firmo de Araújo, Silvia Helena Santos
2014· article· pt· Periódico Eletrônico Fórum Ambiental da Alta Paulista.· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
2
citations
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